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- Currently displaying 161 - 180 of 335 publications
Learning elliptic partial differential equations with randomized linear
algebra
(2021)
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans
– Nature Machine Intelligence
(2021)
3,
199
(doi: 10.1038/s42256-021-00307-0)
Assessing robustness of carotid artery CT angiography radiomics in the identification of culprit lesions in cerebrovascular events
– Scientific Reports
(2021)
11,
3499
(doi: 10.1038/s41598-021-82760-w)
Multiple Testing in Nonparametric Hidden Markov Models: An Empirical
Bayes Approach
(2021)
Learning to Segment Microscopy Images with Lazy Labels
– Lecture Notes in Computer Science
(2021)
12535 LNCS,
411
(doi: 10.1007/978-3-030-66415-2_27)
Exploiting prior knowledge about biological macromolecules in cryo-EM structure determination.
– IUCrJ
(2021)
8,
60
(doi: 10.1107/s2052252520014384)
Variational multi-task MRI reconstruction: Joint reconstruction, registration and super-resolution
– Med Image Anal
(2020)
68,
101941
(doi: 10.1016/j.media.2020.101941)
Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction
– Medical image analysis
(2020)
68,
101930
(doi: 10.1016/j.media.2020.101930)
Compressed Sensing Plus Motion (CS+M): A New Perspective for Improving Undersampled MR Image Reconstruction.
– CoRR
(2020)
68,
101933
(doi: 10.1016/j.media.2020.101933)
Variational regularisation for inverse problems with imperfect forward operators and general noise models.
– Inverse Probl
(2020)
abs/2005.14131,
125014
(doi: 10.1088/1361-6420/abc531)
Learning the Sampling Pattern for MRI.
– IEEE Trans Med Imaging
(2020)
39,
4310
(doi: 10.1109/tmi.2020.3017353)
Higher-order total directional variation: Imaging applications
– SIAM Journal on Imaging Sciences
(2020)
13,
2063
(doi: 10.1137/19M1239209)
Scanning electron diffraction tomography of strain
– Inverse Problems
(2020)
37,
015003
(doi: 10.1088/1361-6420/abc961)
Deflation-based identification of nonlinear excitations of the three-dimensional Gross-Pitaevskii equation
– Physical Review A
(2020)
102,
053307
(doi: 10.1103/physreva.102.053307)
Preface for the special issue ‘Variational methods and effective algorithms for imaging and vision’
– Inverse Problems
(2020)
36,
110401
(doi: 10.1088/1361-6420/abb8e9)
The GraphNet Zoo: An All-in-One Graph Based Deep Semi-supervised Framework for Medical Image Classification
– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
(2020)
12443 LNCS,
187
(doi: 10.1007/978-3-030-60365-6_18)
Accelerating variance-reduced stochastic gradient methods
– Mathematical Programming
(2020)
191,
671
(doi: 10.1007/s10107-020-01566-2)
iUNets: Learnable Invertible Up- and Downsampling for Large-Scale Inverse Problems
– IEEE International Workshop on Machine Learning for Signal Processing, MLSP
(2020)
00,
1